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479c8b85d3
* support machete weight only gemm * add generate * update * fix * change file location * add sm_version limit * fix * fix * fix ci * fix coverage * fix xpu
36 lines
1.3 KiB
Plaintext
36 lines
1.3 KiB
Plaintext
#pragma once
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#include "cutlass/cutlass.h"
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#include "cute/layout.hpp"
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namespace machete {
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using namespace cute;
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// get an interleaved block layout where each element consecutive element has a
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// stride of bit_stride and the block width is blk_bit_width,
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// examples:
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// size_bits<T> = 8, bit_stride = 8, blk_bit_width = 32 -> 4:1
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// size_bits<T> = 8, bit_stride = 16, blk_bit_width = 32 -> (2, 2):(2, 1)
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// size_bits<T> = 4, bit_stride = 8, blk_bit_width = 32 -> (4, 2):(2, 1)
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// size_bits<T> = 4, bit_stride = 16, blk_bit_width = 32 -> (2, 4):(4, 1)
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template <typename T, int bit_stride, int blk_bit_width>
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CUTE_HOST_DEVICE static constexpr auto get_interleaved_blk_layout() {
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static_assert(blk_bit_width % bit_stride == 0);
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static_assert(bit_stride % cute::sizeof_bits_v<T> == 0);
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constexpr auto elems_per_blk = blk_bit_width / cute::sizeof_bits_v<T>;
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if constexpr (cute::sizeof_bits_v<T> == bit_stride) {
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// identity layout
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return Layout<Shape<Int<elems_per_blk>>>{};
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} else {
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constexpr auto elems_per_stride = bit_stride / cute::sizeof_bits_v<T>;
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constexpr auto num_strides = elems_per_blk / elems_per_stride;
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return Layout<Shape<Int<num_strides>, Int<elems_per_stride>>,
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Stride<Int<elems_per_stride>, Int<1>>>{};
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}
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}
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}; // namespace machete
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